Hands-On Image Processing with Python

Classifying and localizing images and detecting objects

Let's first understand the concepts regarding classification, localization, detection, and object detection problems, how they can be transformed into supervised machine learning problems, and subsequently, how they can be solved using a deep convolution neural network.

Refer to the following diagram:

Here's what we can infer:

• In the image classification problem, there is generally a (big) central object in an image and we have to recognize the object by assigning a correct label to the image. 
• Image classification with localization aims to find the location of an object in an image ...